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A linear memory algorithm for Baum-Welch training

BACKGROUND: Baum-Welch training is an expectation-maximisation algorithm for training the emission and transition probabilities of hidden Markov models in a fully automated way. It can be employed as long as a training set of annotated sequences is known, and provides a rigorous way to derive parame...

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Detalles Bibliográficos
Autores principales: Miklós, István, Meyer, Irmtraud M
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2005
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1262623/
https://www.ncbi.nlm.nih.gov/pubmed/16171529
http://dx.doi.org/10.1186/1471-2105-6-231